Implicit social recommendation algorithm based on multilayer fuzzy perception similarity.
Di HanYijun ChenShuya ZhangPublished in: Int. J. Mach. Learn. Cybern. (2022)
Keyphrases
- recommendation algorithms
- user based collaborative filtering
- social recommendation
- recommender systems
- filtering algorithm
- collaborative filtering
- similarity measure
- user profiles
- recommendation systems
- fuzzy sets
- user preferences
- social influence
- fuzzy logic
- semantic similarity measure
- membership functions
- similarity relations
- fuzzy numbers
- fuzzy relations
- multi relational
- social interaction
- social networks
- social media
- distance function
- cold start
- fuzzy rules
- personalized recommendation
- product recommendation
- user interests
- semantic similarity
- user behavior